Analyzing the topology characteristic and effectiveness of the China city network

中间性中心性 中心性 中国 拓扑(电路) 网络拓扑 节点(物理) 复杂网络 计算机科学 运输工程 城市化 业务 地理 工程类 计算机网络 经济增长 数学 经济 考古 结构工程 组合数学 万维网 电气工程
作者
Liang Wang,Xiaolong Xue,Xun Zhou,Zeyu Wang,Rui Liu
出处
期刊:Environment And Planning B: Urban Analytics And City Science [SAGE Publishing]
卷期号:48 (9): 2554-2573 被引量:9
标识
DOI:10.1177/2399808320983011
摘要

The topology characteristic and effectiveness of city network play critical roles in guiding transportation infrastructure planning and construction. From empirical evidence of three types of transportation infrastructure in China’s urbanization process—railway, civil aviation, and highway—we propose a new city network construction method based on the transportation infrastructure links between cities. Degree centrality, closeness centrality, and betweenness centrality are selected as measuring indicators for analyzing the topology characteristic of the China city network, and the shortest path length is used to measure the effectiveness of the China city network from the node level and the overall level. Based on public and open data and combining analysis methodologies, we explore the topology characteristic and effectiveness of the China city network. The analysis results show that the topology characteristic of the China city network presents disequilibrium on geographical distribution. Network node effectiveness is positively correlated to the economic development level of cities in the China city network, and different sub-networks present different overall network effectiveness. The analysis results of the Dalian–Yantai subsea tunnel show that although the effectiveness of the China city network can be greatly improved through increasing links between cities with no direct link, transportation infrastructure planning and construction has different impacts on the topology characteristic of the China city network. The topology characteristic and effectiveness of each city in the China city network should be considered comprehensively in the process of transportation planning and construction.
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